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arize-phoenix
AI Observability & Evaluation
arize-phoenix
arizephoenix/phoenix:latest
Just deployed
Postgres
railwayapp-templates/postgres-ssl:16
Just deployed
/var/lib/postgresql/data
Phoenix is an open-source AI observability platform designed for experimentation, evaluation, and troubleshooting. It provides:
🔭 Tracing - Trace your LLM application's runtime using OpenTelemetry-based instrumentation.
🧠 Evaluation - Leverage LLMs to benchmark your application's performance using response and retrieval evals.
🗄️ Datasets - Create versioned datasets of examples for experimentation, evaluation, and fine-tuning.
🧪 Experiments - Track and evaluate changes to prompts, LLMs, and retrieval.
Phoenix is vendor and language agnostic with out-of-the-box support for popular frameworks (🦙LlamaIndex, 🦜⛓LangChain, Haystack, 🧩DSPy) and LLM providers (OpenAI, Bedrock, MistralAI, VertexAI, LiteLLM, and more). For details on auto-instrumentation, check out the OpenInference project.
Phoenix is built by Arize AI, the company behind the the industry-leading AI observability platform, and a set of core contributors.
Join our community to connect with thousands of AI builders.
Find us at:
https://github.com/Arize-ai/phoenix https://docs.arize.com/phoenix https://x.com/ArizePhoenix https://phoenix.arize.com
Like what you see? Give us a ★ on GitHub!
Template Content
arize-phoenix
arizephoenix/phoenix:latestDetails
Arize AI
Created on Oct 19, 2024
8 total projects
2 active projects
100% success on recent deploys
AI/ML
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